Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences

18 September 2019

Andrea Madotto

Papers citing "Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences"

50 / 54 papers shown

Title
The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR Injy Hamed Ngoc Thang Vu Nizar Habash 35 0 0 30 Mar 2025
Low-resource Machine Translation for Code-switched Kazakh-Russian Language Pair Maksim Borisov Zhanibek Kozhirbayev Valentin Malykh 50 0 0 25 Mar 2025
Leveraging Large Language Models for Code-Mixed Data Augmentation in Sentiment Analysis Linda Zeng 43 2 0 01 Nov 2024
Linguistics Theory Meets LLM: Code-Switched Text Generation via Equivalence Constrained Large Language Models Garry Kuwanto Chaitanya Agarwal Genta Indra Winata Derry Wijaya 54 1 0 30 Oct 2024
MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences Genta Indra Winata David Anugraha Lucky Susanto Garry Kuwanto Derry Wijaya 37 7 0 03 Oct 2024
ConCSE: Unified Contrastive Learning and Augmentation for Code-Switched Embeddings Jangyeong Jeon Sangyeon Cho Minuk Ma Junyoung Kim 24 0 0 28 Aug 2024
CoVoSwitch: Machine Translation of Synthetic Code-Switched Text Based on Intonation Units Yeeun Kang 37 0 0 19 Jul 2024
Romanization Encoding For Multilingual ASR Wen Ding Fei Jia Hainan Xu Yu Xi Junjie Lai Boris Ginsburg 29 0 0 05 Jul 2024
From Human Judgements to Predictive Models: Unravelling Acceptability in Code-Mixed Sentences Prashant Kodali Anmol Goel Likhith Asapu Vamshi Krishna Bonagiri Anirudh Govil Monojit Choudhury Manish Shrivastava Ponnurangam Kumaraguru 42 0 0 09 May 2024
Prompting Towards Alleviating Code-Switched Data Scarcity in Under-Resourced Languages with GPT as a Pivot Michelle Terblanche Kayode Olaleye Vukosi Marivate 37 1 0 26 Apr 2024
Synthetic Data Generation and Joint Learning for Robust Code-Mixed Translation Kamal Kumar Yinhan Liu Parth Patwa Tanmoy Mihir Adam Roberts 19 1 0 25 Mar 2024
MixRED: A Mix-lingual Relation Extraction Dataset Lingxing Kong Yougang Chu Zheng Ma Jianbing Zhang Liang He Jiajun Chen 44 0 0 23 Mar 2024
Code-Mixed Probes Show How Pre-Trained Models Generalise On Code-Switched Text Frances Adriana Laureano De Leon Harish Tayyar Madabushi Mark Lee 41 3 0 07 Mar 2024
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages Muhammad Farid Adilazuarda Samuel Cahyawijaya Genta Indra Winata Pascale Fung Ayu Purwarianti 44 11 0 21 Nov 2023
Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation A. Seza Doğruöz Sunayana Sitaram Zheng-Xin Yong 27 13 0 31 Oct 2023
Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study Injy Hamed Nizar Habash Ngoc Thang Vu 27 2 0 23 Oct 2023
The Effect of Alignment Objectives on Code-Switching Translation Mohamed Anwar 16 1 0 10 Sep 2023
Persona-aware Generative Model for Code-mixed Language Ayan Sengupta Md. Shad Akhtar Tanmoy Chakraborty 19 0 0 06 Sep 2023
Unified model for code-switching speech recognition and language identification based on a concatenated tokenizer Kunal Dhawan KDimating Rekesh Boris Ginsburg 11 9 0 14 Jun 2023
Code-Switched Text Synthesis in Unseen Language Pairs I-Hung Hsu Avik Ray Shubham Garg Nanyun Peng Jing Huang 27 3 0 26 May 2023
LLM-powered Data Augmentation for Enhanced Cross-lingual Performance Chenxi Whitehouse Monojit Choudhury Alham Fikri Aji SyDa LRM 32 68 0 23 May 2023
Deep Transfer Learning for Automatic Speech Recognition: Towards Better Generalization Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 47 76 0 27 Apr 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages Zheng-Xin Yong Ruochen Zhang Jessica Zosa Forde Skyler Wang Arjun Subramonian ... Yinghua Tan Long Phan Rowena Garcia Thamar Solorio Alham Fikri Aji LRM 57 46 0 23 Mar 2023
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien Sin-En Lu Bo-Han Lu Chaohong Lu Richard Tzong-Han Tsai 27 5 0 21 Jan 2023
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 37 33 0 19 Dec 2022
CST5: Data Augmentation for Code-Switched Semantic Parsing Anmol Agarwal Jigar Gupta Rahul Goel Shyam Upadhyay Pankaj Joshi R. Aravamudhan 6 9 0 14 Nov 2022
Gui at MixMT 2022 : English-Hinglish: An MT approach for translation of code mixed data Akshat Gahoi Jayant Duneja Anshul Padhi Shivam Mangale Saransh Rajput Tanvi Kamble D. Sharma Vasudeva Varma 25 3 0 21 Oct 2022
Optimizing Bilingual Neural Transducer with Synthetic Code-switching Text Generation Thien Nguyen Nathalie Tran Liuhui Deng Thiago Fraga da Silva Matthew Radzihovsky ... Honza Silovsky Arnab Ghoshal M. Martel Bharat Ram Ambati Mohamed Ali 29 5 0 21 Oct 2022
SIT at MixMT 2022: Fluent Translation Built on Giant Pre-trained Models A. Khan Hrishikesh Kanade G. Budhrani Preet Jhanglani Jia Xu 81 2 0 21 Oct 2022
Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentation Injy Hamed Nizar Habash Slim Abdennadher Ngoc Thang Vu 23 9 0 25 May 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 40 99 0 24 Mar 2022
Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching Alissa Ostapenko S. Wintner Melinda Fricke Yulia Tsvetkov 37 5 0 16 Mar 2022
Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition A. Hussein Shammur A. Chowdhury Ahmed Abdelali Najim Dehak Ahmed M. Ali Sanjeev Khudanpur 38 11 0 07 Jan 2022
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation Holy Lovenia Samuel Cahyawijaya Genta Indra Winata Peng-Tao Xu Xu Yan ... Elham J. Barezi Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung 30 32 0 12 Dec 2021
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples Linlin Liu Xin Li Ruidan He Lidong Bing Shafiq R. Joty Luo Si KELM 40 18 0 22 Nov 2021
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Alexey Birshert Ekaterina Artemova 40 2 0 29 Sep 2021
One Source, Two Targets: Challenges and Rewards of Dual Decoding Jitao Xu François Yvon 11 6 0 21 Sep 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 36 132 0 16 Sep 2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text Ishan Tarunesh Syamantak Kumar P. Jyothi 38 45 0 14 Jul 2021
HinGE: A Dataset for Generation and Evaluation of Code-Mixed Hinglish Text Vivek Srivastava M. Singh 19 45 0 08 Jul 2021
Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed MoE 17 11 0 28 May 2021
Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing Ganesh Jawahar El Moatez Billah Nagoudi Muhammad Abdul-Mageed L. Lakshmanan 21 29 0 18 May 2021
Can You Traducir This? Machine Translation for Code-Switched Input Jitao Xu François Yvon 15 30 0 11 May 2021
Are Multilingual Models Effective in Code-Switching? Genta Indra Winata Samuel Cahyawijaya Zihan Liu Zhaojiang Lin Andrea Madotto Pascale Fung 31 70 0 24 Mar 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots Samson Tan Shafiq R. Joty AAML 29 35 0 17 Mar 2021
Generating Synthetic Text Data to Evaluate Causal Inference Methods Zach Wood-Doughty I. Shpitser Mark Dredze SyDa CML 17 11 0 10 Feb 2021
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing Arash Einolghozati Abhinav Arora Lorena Sainz-Maza Lecanda Anuj Kumar Sonal Gupta 35 9 0 26 Jan 2021
One Shot Learning for Speech Separation Yuan-Kuei Wu Kuan-Po Huang Yu Tsao Hung-yi Lee VLM 26 7 0 20 Nov 2020
Style Variation as a Vantage Point for Code-Switching Khyathi Raghavi Chandu A. Black 15 7 0 01 May 2020
Meta-Transfer Learning for Code-Switched Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zhaojiang Lin Zihan Liu Peng-Tao Xu Pascale Fung 40 55 0 29 Apr 2020